Department of Respiratory Disease and Critical Care Medicine, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China; Center of Tuberculosis Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China.
Center of Tuberculosis Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China; Department of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China.
Int Immunopharmacol. 2023 Nov;124(Pt A):110871. doi: 10.1016/j.intimp.2023.110871. Epub 2023 Sep 12.
Our previous study revealed the transcriptome atlas of specific cell types in tuberculous meningitis (TBM) model mice injected with the BCG vaccine via scRNA sequencing. However, the activities of miRNAs in TBM at single-cell resolution remain to be explored.
Cell type-specific miRNA activities were investigated by using motif enrichment analyses (miReact) on the transcriptome data of 15 cell types. The target mRNAs of miRNAs were predicted and subjected to enrichment analysis. Furthermore, miRNAs and their target mRNAs with opposite expression trends were chosen to construct functional networks. Besides, qRT-PCR and RNA scope were performed to verify the expression level of representative miRNA.
The tSNE dimensionality reduction presented 15 cell types in TBM model mice, in which microglia and endothelial cells accounted for the majority. Target mRNAs of each cell type were predicted for verification or network construction. The immune and inflammation-related miRNA-mRNA networks of macrophages and microglia, oxidative phosphorylation-related miRNA-mRNA networks of neurons, ion and protein transport-related networks of epididymal cells, and angiogenesis-related miRNA-mRNA networks of VSMCs were constructed. The miRNA activity analysis revealed that miR-21a-3p activity was increased in microglia, macrophages, neurons and epididymal cells. The result of qRT-PCR and RNA scope indicate that miR-21a-3p was significantly higher-expressed in TBM brain tissue compared with normal brain tissue.
In our study, an in-depth exploration of the mRNA expression and miRNA activity of macrophages, microglia, epididymal cells, neurons and vascular smooth muscle cells during TBM progression was conducted using scRNA-Seq, which provided novel insights into the immune cell engagement in TBM patients.
我们之前的研究通过 scRNA 测序揭示了 BCG 疫苗注射结核性脑膜炎(TBM)模型小鼠特定细胞类型的转录组图谱。然而,TBM 中单细胞分辨率下 miRNA 的活性仍有待探索。
通过 motif 富集分析(miReact)对 15 种细胞类型的转录组数据进行分析,研究细胞类型特异性 miRNA 的活性。预测 miRNA 的靶 mRNA,并进行富集分析。此外,选择表达趋势相反的 miRNA 和其靶 mRNA 构建功能网络。此外,还进行了 qRT-PCR 和 RNAscope 验证代表 miRNA 的表达水平。
tSNE 降维呈现了 TBM 模型小鼠中的 15 种细胞类型,其中小胶质细胞和内皮细胞占大多数。预测了每种细胞类型的靶 mRNA 以进行验证或网络构建。构建了巨噬细胞和小胶质细胞的免疫和炎症相关 miRNA-mRNA 网络、神经元的氧化磷酸化相关 miRNA-mRNA 网络、附睾细胞的离子和蛋白质转运相关网络以及 VSMCs 的血管生成相关 miRNA-mRNA 网络。miRNA 活性分析表明,miR-21a-3p 在小胶质细胞、巨噬细胞、神经元和附睾细胞中的活性增加。qRT-PCR 和 RNAscope 的结果表明,与正常脑组织相比,TBM 脑组织中 miR-21a-3p 表达明显升高。
在本研究中,通过 scRNA-Seq 对 TBM 进展过程中巨噬细胞、小胶质细胞、附睾细胞、神经元和血管平滑肌细胞的 mRNA 表达和 miRNA 活性进行了深入探讨,为 TBM 患者中免疫细胞的参与提供了新的见解。